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Allele-specific binding of RNA-binding proteins reveals functional genetic variants in the RNA.
Yang, Ei-Wen; Bahn, Jae Hoon; Hsiao, Esther Yun-Hua; Tan, Boon Xin; Sun, Yiwei; Fu, Ting; Zhou, Bo; Van Nostrand, Eric L; Pratt, Gabriel A; Freese, Peter; Wei, Xintao; Quinones-Valdez, Giovanni; Urban, Alexander E; Graveley, Brenton R; Burge, Christopher B; Yeo, Gene W; Xiao, Xinshu.
Afiliação
  • Yang EW; Department of Integrative Biology and Physiology, UCLA, Los Angeles, CA, 90095, USA.
  • Bahn JH; Department of Integrative Biology and Physiology, UCLA, Los Angeles, CA, 90095, USA.
  • Hsiao EY; Department of Integrative Biology and Physiology, UCLA, Los Angeles, CA, 90095, USA.
  • Tan BX; Department of Bioengineering, UCLA, Los Angeles, CA, 90095, USA.
  • Sun Y; Department of Integrative Biology and Physiology, UCLA, Los Angeles, CA, 90095, USA.
  • Fu T; Department of Integrative Biology and Physiology, UCLA, Los Angeles, CA, 90095, USA.
  • Zhou B; Department of Integrative Biology and Physiology, UCLA, Los Angeles, CA, 90095, USA.
  • Van Nostrand EL; Molecular, Cellular and Integrative Physiology Interdepartmental Program, UCLA, Los Angeles, CA, 90095, USA.
  • Pratt GA; Department of Psychiatry and Behavioral Sciences, Department of Genetics, Stanford University School of Medicine, Palo Alto, CA, 94305, USA.
  • Freese P; Department of Cellular and Molecular Medicine, UCSD, La Jolla, CA, 92093, USA.
  • Wei X; Institute for Genomic Medicine, UCSD, La Jolla, CA, 92093, USA.
  • Quinones-Valdez G; Department of Cellular and Molecular Medicine, UCSD, La Jolla, CA, 92093, USA.
  • Urban AE; Institute for Genomic Medicine, UCSD, La Jolla, CA, 92093, USA.
  • Graveley BR; Department of Biology, MIT, Cambridge, MA, 02139, USA.
  • Burge CB; Department of Genetics and Genome Sciences, Institute for Systems Genomics, UConn Health, Farmington, CT, 06030, USA.
  • Yeo GW; Department of Bioengineering, UCLA, Los Angeles, CA, 90095, USA.
  • Xiao X; Department of Psychiatry and Behavioral Sciences, Department of Genetics, Stanford University School of Medicine, Palo Alto, CA, 94305, USA.
Nat Commun ; 10(1): 1338, 2019 03 22.
Article em En | MEDLINE | ID: mdl-30902979
Allele-specific protein-RNA binding is an essential aspect that may reveal functional genetic variants (GVs) mediating post-transcriptional regulation. Recently, genome-wide detection of in vivo binding of RNA-binding proteins is greatly facilitated by the enhanced crosslinking and immunoprecipitation (eCLIP) method. We developed a new computational approach, called BEAPR, to identify allele-specific binding (ASB) events in eCLIP-Seq data. BEAPR takes into account crosslinking-induced sequence propensity and variations between replicated experiments. Using simulated and actual data, we show that BEAPR largely outperforms often-used count analysis methods. Importantly, BEAPR overcomes the inherent overdispersion problem of these methods. Complemented by experimental validations, we demonstrate that the application of BEAPR to ENCODE eCLIP-Seq data of 154 proteins helps to predict functional GVs that alter splicing or mRNA abundance. Moreover, many GVs with ASB patterns have known disease relevance. Overall, BEAPR is an effective method that helps to address the outstanding challenge of functional interpretation of GVs.
Assuntos

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Variação Genética / RNA / Proteínas de Ligação a RNA / Alelos Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: Nat Commun Ano de publicação: 2019 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Variação Genética / RNA / Proteínas de Ligação a RNA / Alelos Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: Nat Commun Ano de publicação: 2019 Tipo de documento: Article